Animal Vocalization Classification on Dogs (test)
96.4AccuracyEffNet-All (GP)
Evaluation Results
| Method | Links | |
|---|---|---|
| EffNet-All (GP)Encoder=EffNet-All, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 96.4 | |
| EffNet-All (SA)Encoder=EffNet-All, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 93.53 | |
| EffNet-All (BB)Encoder=EffNet-All, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 92.81 | |
| EffNet-All (MoE)Encoder=EffNet-All, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 92.81 | |
| BEATs-Bio (BB)Encoder=BEATs-Bio, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 92.81 | |
| BEATs-Bio (MoE)Encoder=BEATs-Bio, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 92.81 | |
| BEATs-Bio (HYB)Encoder=BEATs-Bio, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 92.81 | |
| EffNet-Bio (MP)Encoder=EffNet-Bio, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 92.09 | |
| BEATs-Bio (SA)Encoder=BEATs-Bio, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 92.09 | |
| EffNet-Bio (HYB)Encoder=EffNet-Bio, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 91.37 | |
| BEATs-Bio (MP)Encoder=BEATs-Bio, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 91.37 | |
| BEATs-Bio (GP)Encoder=BEATs-Bio, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 90.65 | |
| EffNet-All (HYB)Encoder=EffNet-All, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 89.93 | |
| EffNet-All (MP)Encoder=EffNet-All, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| EffNet-Bio (BB)Encoder=EffNet-Bio, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| EffNet-Bio (TE)Encoder=EffNet-Bio, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| EffNet-Bio (MoE)Encoder=EffNet-Bio, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| BEATs-All (SA)Encoder=BEATs-All, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| EAT-Bio (MP)Encoder=EAT-Bio, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| EAT-Bio (HYB)Encoder=EAT-Bio, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| EAT-Bio (SA)Encoder=EAT-Bio, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 89.21 | |
| BirdNET (BB)Encoder=BirdNET, Fusion=BB, Sampling Rate=48 kHZ2026.04 | 89.21 | |
| BEATs-All (MP)Encoder=BEATs-All, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 88.49 | |
| EAT-Bio (GP)Encoder=EAT-Bio, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 88.49 | |
| EffNet-Bio (SA)Encoder=EffNet-Bio, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 87.77 | |
| BEATs-All (TE)Encoder=BEATs-All, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 87.77 | |
| BEATs-All (MoE)Encoder=BEATs-All, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 87.77 | |
| BEATs-All (HYB)Encoder=BEATs-All, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 87.77 | |
| BEATs-Bio (TE)Encoder=BEATs-Bio, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 87.77 | |
| EffNet-All (TE)Encoder=EffNet-All, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 87.05 | |
| EffNet-Bio (GP)Encoder=EffNet-Bio, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 87.05 | |
| BEATs-All (BB)Encoder=BEATs-All, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 87.05 | |
| BEATs-NLM (BB)Encoder=BEATs-NLM, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 87.05 | |
| BEATs-NLM (TE)Encoder=BEATs-NLM, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 87.05 | |
| BEATs-NLM (GP)Encoder=BEATs-NLM, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 86.33 | |
| EAT-Bio (BB)Encoder=EAT-Bio, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 86.33 | |
| EAT-Bio (MoE)Encoder=EAT-Bio, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 86.33 | |
| EffNet-AS (TE)Encoder=EffNet-AS, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 85.61 | |
| BEATs-All (GP)Encoder=BEATs-All, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 84.89 | |
| BEATs-NLM (MoE)Encoder=BEATs-NLM, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 84.17 | |
| EffNet-AS (MoE)Encoder=EffNet-AS, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 83.45 | |
| EAT-Bio (TE)Encoder=EAT-Bio, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 82.73 | |
| BEATs-NLM (MP)Encoder=BEATs-NLM, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 81.29 | |
| BEATs-NLM (SA)Encoder=BEATs-NLM, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 80.58 | |
| EffNet-AS (BB)Encoder=EffNet-AS, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 77.7 | |
| EffNet-AS (GP)Encoder=EffNet-AS, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 77.7 | |
| EAT-All (SA)Encoder=EAT-All, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 76.98 | |
| BEATs-NLM (HYB)Encoder=BEATs-NLM, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 76.26 | |
| EAT-All (BB)Encoder=EAT-All, Fusion=BB, Sampling Rate=16 kHZ2026.04 | 76.26 | |
| EAT-All (MoE)Encoder=EAT-All, Fusion=MoE, Sampling Rate=16 kHZ2026.04 | 75.54 | |
| EffNet-AS (MP)Encoder=EffNet-AS, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 72.66 | |
| EffNet-AS (HYB)Encoder=EffNet-AS, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 71.94 | |
| EAT-All (GP)Encoder=EAT-All, Fusion=GP, Sampling Rate=16 kHZ2026.04 | 69.06 | |
| EAT-All (TE)Encoder=EAT-All, Fusion=TE, Sampling Rate=16 kHZ2026.04 | 67.63 | |
| EffNet-AS (SA)Encoder=EffNet-AS, Fusion=SA, Sampling Rate=16 kHZ2026.04 | 65.47 | |
| EAT-All (HYB)Encoder=EAT-All, Fusion=HYB, Sampling Rate=16 kHZ2026.04 | 56.83 | |
| EAT-All (MP)Encoder=EAT-All, Fusion=MP, Sampling Rate=16 kHZ2026.04 | 52.52 |